Data Mining Courses
Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.
Popular Data Mining Courses and Certifications
Heriot-Watt University
Skills you'll gain: Artificial Intelligence, Data Structures, Graph Theory, Database Development, Database Architecture and Administration, NoSQL, Computational Logic, Java, Object Oriented Programming (OOP), Algorithms, Computer Programming, Program Development, Programming Principles, Combinatorics, Theoretical Computer Science, Big Data, Reinforcement Learning, Artificial Neural Networks, Natural Language Processing, Computer Science
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Dartmouth College
Skills you'll gain: Natural Language Processing, Field-Programmable Gate Array (FPGA), Embedded Systems, Embedded Software, Digital Signal Processing, Recurrent Neural Networks (RNNs), Probability & Statistics, Distributed Computing, Deep Learning, Machine Learning, Image Analysis, Convolutional Neural Networks, Generative AI, Software Design, Test Equipment, Electronic Systems, Text Mining, Student Support and Services, Professional Development, Electrical and Computer Engineering
University of London
Skills you'll gain: Key Management, Security Management, Human Factors (Security), Application Security, Infrastructure Security, Information Privacy, Cyber Governance, Cryptography, Network Security, Threat Modeling, Business Continuity Planning, OSI Models, Computer Security Incident Management, Cyber Security Policies, Intrusion Detection and Prevention, Cyber Security Strategy, ISO/IEC 27001, Authorization (Computing), Data Collection, Data Analysis
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Status: NewGoogle Cloud
Skills you'll gain: AI Security, LLM Application, Large Language Modeling, Model Deployment, Prompt Engineering, Threat Modeling, Application Security, Data Security, Google Cloud Platform, API Design, System Configuration
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Status: Free TrialCoursera
Skills you'll gain: Event Marketing, Marketing Design, Canva (Software), Marketing Materials, A/B Testing, Promotional Materials, Event Management, Design Strategies, Logo Design, Email Marketing, Social Media Campaigns, Branding, Drive Engagement, Experience Design, Graphic and Visual Design, Typography, Color Theory
Google Cloud
Skills you'll gain: Product Support, Help Desk Support, Technical Support, Google Cloud Platform, Service Level, Service Management, Cloud Services, Issue Tracking, Problem Management, Technical Communication, Personally Identifiable Information, Information Privacy
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Google Cloud
Skills you'll gain: Data Analysis, Big Data, Applied Machine Learning, Statistical Inference, Model Evaluation, Google Cloud Platform, Machine Learning Methods, SQL
In summary, here are 10 of our most popular data mining courses
- MSc Computer Science: Heriot-Watt University
- Accounting Foundations Graduate Certificate: University of Illinois at Urbana-Champaign
- Graduate Certificate in Strategic Leadership & Management: University of Illinois at Urbana-Champaign
- Master of Engineering in Computer Engineering: Dartmouth College
- Master of Science in Cyber Security: University of London
- Master of Science in Management: University of Illinois at Urbana-Champaign
- Model Armor：保護您部署的 AI 應用程式: Google Cloud
- Managerial Economics & Business Analysis Graduate Certificate: University of Illinois at Urbana-Champaign
- Event Marketing Design in Canva: Coursera
- Google Cloud Customer Care Fundamentals - 한국어: Google Cloud
